{"id":"W2548398896","doi":"10.1017/s0033291716002804","title":"Evaluation of an anti-stigma campaign related to common mental disorders in rural India: a mixed methods approach","year":2016,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"The Wellcome Trust DBT India Alliance; Grand Challenges Canada; European Commission; National Institute for Health and Care Research; King's College London; Department of Biotechnology, Ministry of Science and Technology, India; King's College Hospital NHS Foundation Trust; South London and Maudsley NHS Foundation Trust","keywords":"Stigma (botany); Psychological intervention; Mental health; Social stigma; Intervention (counseling); Psychology; Qualitative research; Medicine; Psychiatry; Environmental health; Clinical psychology; Family medicine; Human immunodeficiency virus (HIV)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01188346,0.001389763,0.001214659,0.002081736,0.002896174,0.001411156,0.001707332,0.001240006,0.003245951],"category_scores_gemma":[0.008867121,0.0007970139,0.001411285,0.001275381,0.001284244,0.0008626677,0.00180638,0.001299926,0.0003472049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003385197,"about_ca_system_score_gemma":0.006343044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007169615,"about_ca_topic_score_gemma":0.01171262,"domain_scores_codex":[0.9931852,0.004825902,0.0003919696,0.0003285815,0.0005749942,0.0006934141],"domain_scores_gemma":[0.9889777,0.007039238,0.001017269,0.0006784421,0.001554078,0.000733212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02236835,0.2139003,0.07223045,0.01161415,0.0009687409,0.002804351,0.1766231,0.003111917,0.02146005,0.001672397,0.002010855,0.4712354],"study_design_scores_gemma":[0.01793907,0.4771414,0.2903078,0.002024072,0.002935087,0.0006999148,0.1687439,0.004643168,0.02234558,0.001692224,0.0111079,0.0004199498],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814254,0.0001031207,0.0009398461,0.0001637498,0.00002802907,0.01576298,0.0001957619,0.00003541064,0.001345639],"genre_scores_gemma":[0.937902,0.0006652132,0.01468456,0.0005097483,0.00009716319,0.04349077,0.0002420795,0.00001836409,0.002390042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01188346,"threshold_uncertainty_score":0.06284648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1062605200357358,"score_gpt":0.518564782235917,"score_spread":0.4123042622001811,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}